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            <a href="index.html" class="icon icon-home"> DCASE2017 Baseline
          

          
            
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              <p class="caption"><span class="caption-text">Baseline system</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="system_description.html">System description</a><ul>
<li class="toctree-l2"><a class="reference internal" href="system_description.html#mlp-based-system-dcase2017-baseline">MLP based system, DCASE2017 baseline</a></li>
<li class="toctree-l2"><a class="reference internal" href="system_description.html#gmm-based-approach">GMM based approach</a></li>
<li class="toctree-l2"><a class="reference internal" href="system_description.html#processing-blocks">Processing blocks</a></li>
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<li class="toctree-l1"><a class="reference internal" href="applications.html">Applications</a><ul>
<li class="toctree-l2"><a class="reference internal" href="applications.html#task1-acoustic-scene-classification"> Acoustic scene classification</a><ul>
<li class="toctree-l3"><a class="reference internal" href="applications.html#results">Results</a></li>
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<li class="toctree-l2"><a class="reference internal" href="applications.html#task2-detection-of-rare-sound-events"> Detection of rare sound events</a><ul>
<li class="toctree-l3"><a class="reference internal" href="applications.html#id2">Results</a></li>
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<li class="toctree-l2"><a class="reference internal" href="applications.html#task3-sound-event-detection-in-real-life-audio"> Sound event detection in real life audio</a><ul>
<li class="toctree-l3"><a class="reference internal" href="applications.html#id3">Results</a></li>
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<li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a></li>
<li class="toctree-l1"><a class="reference internal" href="usage_tutorial.html">Usage</a><ul>
<li class="toctree-l2"><a class="reference internal" href="usage_tutorial.html#application-arguments">Application arguments</a></li>
<li class="toctree-l2"><a class="reference internal" href="usage_tutorial.html#basic-usage">Basic usage</a></li>
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<li class="toctree-l1"><a class="reference internal" href="parameterization.html">Parameterization</a><ul>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-overwriting">Parameter overwriting</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-file">Parameter file</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-hash">Parameter hash</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameterization.html#parameter-sections">Parameter sections</a><ul>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#flow">Flow</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#general">General</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#path">Path</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#dataset">Dataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-extractor">Feature extractor</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-stacker">Feature stacker</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-normalizer">Feature normalizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#feature-aggregator">Feature aggregator</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#learner">Learner</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#recognizer">Recognizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#evaluator">Evaluator</a></li>
<li class="toctree-l3"><a class="reference internal" href="parameterization.html#logging">Logging</a></li>
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<li class="toctree-l1"><a class="reference internal" href="reproducibility.html">Reproducibility</a><ul>
<li class="toctree-l2"><a class="reference internal" href="reproducibility.html#blas-libraries">BLAS libraries</a><ul>
<li class="toctree-l3"><a class="reference internal" href="reproducibility.html#intel-math-kernel">Intel Math Kernel</a></li>
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<li class="toctree-l2"><a class="reference internal" href="reproducibility.html#running-the-baseline-system">Running the baseline system</a></li>
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<p class="caption"><span class="caption-text">DCASE Framework</span></p>
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<li class="toctree-l1"><a class="reference internal" href="framework.html">Introduction</a><ul>
<li class="toctree-l2"><a class="reference internal" href="framework.html#training-process">Training process</a></li>
<li class="toctree-l2"><a class="reference internal" href="framework.html#testing-process">Testing process</a></li>
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<li class="toctree-l1"><a class="reference internal" href="extending_framework.html">Extending the framework</a><ul>
<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#adding-datasets">Adding datasets</a></li>
<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#adding-features">Adding features</a></li>
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<li class="toctree-l2"><a class="reference internal" href="extending_framework.html#extending-applicationcore">Extending ApplicationCore</a></li>
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<li class="toctree-l1"><a class="reference internal" href="application_core.html">Application core</a><ul>
<li class="toctree-l2"><a class="reference internal" href="application_core.html#acousticsceneclassificationappcore">AcousticSceneClassificationAppCore</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.initialize.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.initialize</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AcousticSceneClassificationAppCore.feature_normalization.html">dcase_framework.application_core.AcousticSceneClassificationAppCore.feature_normalization</a></li>
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<li class="toctree-l2"><a class="reference internal" href="application_core.html#soundeventappcore">SoundEventAppCore</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.html">dcase_framework.application_core.SoundEventAppCore</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.show_dataset_list.html">dcase_framework.application_core.SoundEventAppCore.show_dataset_list</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.feature_normalization.html">dcase_framework.application_core.SoundEventAppCore.feature_normalization</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.system_training.html">dcase_framework.application_core.SoundEventAppCore.system_training</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.SoundEventAppCore.system_evaluation.html">dcase_framework.application_core.SoundEventAppCore.system_evaluation</a></li>
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<li class="toctree-l2"><a class="reference internal" href="application_core.html#binarysoundeventappcore">BinarySoundEventAppCore</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.html">dcase_framework.application_core.BinarySoundEventAppCore</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.show_parameters.html">dcase_framework.application_core.BinarySoundEventAppCore.show_parameters</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.initialize.html">dcase_framework.application_core.BinarySoundEventAppCore.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.feature_extraction.html">dcase_framework.application_core.BinarySoundEventAppCore.feature_extraction</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.feature_normalization.html">dcase_framework.application_core.BinarySoundEventAppCore.feature_normalization</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.BinarySoundEventAppCore.system_training.html">dcase_framework.application_core.BinarySoundEventAppCore.system_training</a></li>
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<li class="toctree-l2"><a class="reference internal" href="application_core.html#appcore-base-class">AppCore &#8211; base class</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.html">dcase_framework.application_core.AppCore</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.system_training.html">dcase_framework.application_core.AppCore.system_training</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.system_testing.html">dcase_framework.application_core.AppCore.system_testing</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.application_core.AppCore.system_evaluation.html">dcase_framework.application_core.AppCore.system_evaluation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="parameters.html">Parameters</a><ul>
<li class="toctree-l2"><a class="reference internal" href="parameters.html#recipe">Recipe</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameters.html#paths-and-parameter-hash">Paths and parameter hash</a></li>
<li class="toctree-l2"><a class="reference internal" href="parameters.html#parametercontainer">ParameterContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.html">dcase_framework.parameters.ParameterContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.load.html">dcase_framework.parameters.ParameterContainer.load</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.get_path.html">dcase_framework.parameters.ParameterContainer.get_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.parameters.ParameterContainer.show.html">dcase_framework.parameters.ParameterContainer.show</a></li>
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<li class="toctree-l1"><a class="reference internal" href="files.html">Files</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="files.html#parameterfile">ParameterFile</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="files.html#featurefile">FeatureFile</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="files.html#datafile">DataFile</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="files.html#repositoryfile">RepositoryFile</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.RepositoryFile.load.html">dcase_framework.files.RepositoryFile.load</a></li>
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<li class="toctree-l2"><a class="reference internal" href="files.html#textfile">TextFile</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.TextFile.load.html">dcase_framework.files.TextFile.load</a></li>
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<li class="toctree-l2"><a class="reference internal" href="files.html#dictfile">DictFile</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.DictFile.load.html">dcase_framework.files.DictFile.load</a></li>
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<li class="toctree-l2"><a class="reference internal" href="files.html#listfile">ListFile</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.html">dcase_framework.files.ListFile</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.load.html">dcase_framework.files.ListFile.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.save.html">dcase_framework.files.ListFile.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.exists.html">dcase_framework.files.ListFile.exists</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.ListFile.empty.html">dcase_framework.files.ListFile.empty</a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="files.html#mixins">Mixins</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.files.FileMixin.html">dcase_framework.files.FileMixin</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1 current"><a class="current reference internal" href="#">Datasets</a><ul>
<li class="toctree-l2"><a class="reference internal" href="#dataset-base-class">Dataset - Base class</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.html">dcase_framework.datasets.Dataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.initialize.html">dcase_framework.datasets.Dataset.initialize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.show_info.html">dcase_framework.datasets.Dataset.show_info</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_files.html">dcase_framework.datasets.Dataset.audio_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_file_count.html">dcase_framework.datasets.Dataset.audio_file_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.meta.html">dcase_framework.datasets.Dataset.meta</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.error_meta.html">dcase_framework.datasets.Dataset.error_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.error_meta_count.html">dcase_framework.datasets.Dataset.error_meta_count</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.scene_label_count.html">dcase_framework.datasets.Dataset.scene_label_count</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.event_label_count.html">dcase_framework.datasets.Dataset.event_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_tags.html">dcase_framework.datasets.Dataset.audio_tags</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_tag_count.html">dcase_framework.datasets.Dataset.audio_tag_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.download_packages.html">dcase_framework.datasets.Dataset.download_packages</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.extract.html">dcase_framework.datasets.Dataset.extract</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.train.html">dcase_framework.datasets.Dataset.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.test.html">dcase_framework.datasets.Dataset.test</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.eval.html">dcase_framework.datasets.Dataset.eval</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.train_files.html">dcase_framework.datasets.Dataset.train_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.test_files.html">dcase_framework.datasets.Dataset.test_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.eval_files.html">dcase_framework.datasets.Dataset.eval_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.validation_files.html">dcase_framework.datasets.Dataset.validation_files</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.folds.html">dcase_framework.datasets.Dataset.folds</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_meta.html">dcase_framework.datasets.Dataset.file_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_error_meta.html">dcase_framework.datasets.Dataset.file_error_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_error_meta.html">dcase_framework.datasets.Dataset.file_error_meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.relative_to_absolute_path.html">dcase_framework.datasets.Dataset.relative_to_absolute_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.absolute_to_relative.html">dcase_framework.datasets.Dataset.absolute_to_relative</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#acousticscenedataset">AcousticSceneDataset</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.AcousticSceneDataset.html">dcase_framework.datasets.AcousticSceneDataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet.html">dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet.html">dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet.html">dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#soundeventdataset">SoundEventDataset</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.html">dcase_framework.datasets.SoundEventDataset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.event_label_count.html">dcase_framework.datasets.SoundEventDataset.event_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.event_labels.html">dcase_framework.datasets.SoundEventDataset.event_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.train.html">dcase_framework.datasets.SoundEventDataset.train</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.test.html">dcase_framework.datasets.SoundEventDataset.test</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet.html">dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet.html">dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet.html">dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet.html">dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="#audiotaggingdataset">AudioTaggingDataset</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.datasets.AudioTaggingDataset.html">dcase_framework.datasets.AudioTaggingDataset</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="metadata.html">Meta data</a><ul>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#metadataitem">MetaDataItem</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.html">dcase_framework.metadata.MetaDataItem</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.id.html">dcase_framework.metadata.MetaDataItem.id</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.file.html">dcase_framework.metadata.MetaDataItem.file</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.scene_label.html">dcase_framework.metadata.MetaDataItem.scene_label</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.event_label.html">dcase_framework.metadata.MetaDataItem.event_label</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.event_onset.html">dcase_framework.metadata.MetaDataItem.event_onset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.event_offset.html">dcase_framework.metadata.MetaDataItem.event_offset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.identifier.html">dcase_framework.metadata.MetaDataItem.identifier</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataItem.source_label.html">dcase_framework.metadata.MetaDataItem.source_label</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#metadatacontainer">MetaDataContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.html">dcase_framework.metadata.MetaDataContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.log.html">dcase_framework.metadata.MetaDataContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.show.html">dcase_framework.metadata.MetaDataContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.get_string.html">dcase_framework.metadata.MetaDataContainer.get_string</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.update.html">dcase_framework.metadata.MetaDataContainer.update</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.filter.html">dcase_framework.metadata.MetaDataContainer.filter</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.filter_time_segment.html">dcase_framework.metadata.MetaDataContainer.filter_time_segment</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.process_events.html">dcase_framework.metadata.MetaDataContainer.process_events</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.remove_field.html">dcase_framework.metadata.MetaDataContainer.remove_field</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.slice_field.html">dcase_framework.metadata.MetaDataContainer.slice_field</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.filter_time_segment.html">dcase_framework.metadata.MetaDataContainer.filter_time_segment</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.add_time_offset.html">dcase_framework.metadata.MetaDataContainer.add_time_offset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.file_list.html">dcase_framework.metadata.MetaDataContainer.file_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_count.html">dcase_framework.metadata.MetaDataContainer.event_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.scene_label_count.html">dcase_framework.metadata.MetaDataContainer.scene_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_label_count.html">dcase_framework.metadata.MetaDataContainer.event_label_count</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.unique_scene_labels.html">dcase_framework.metadata.MetaDataContainer.unique_scene_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.unique_event_labels.html">dcase_framework.metadata.MetaDataContainer.unique_event_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.max_offset.html">dcase_framework.metadata.MetaDataContainer.max_offset</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.load.html">dcase_framework.metadata.MetaDataContainer.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.save.html">dcase_framework.metadata.MetaDataContainer.save</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_stat_counts.html">dcase_framework.metadata.MetaDataContainer.event_stat_counts</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.MetaDataContainer.event_roll.html">dcase_framework.metadata.MetaDataContainer.event_roll</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#eventroll">EventRoll</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.html">dcase_framework.metadata.EventRoll</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.roll.html">dcase_framework.metadata.EventRoll.roll</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.pad.html">dcase_framework.metadata.EventRoll.pad</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.EventRoll.plot.html">dcase_framework.metadata.EventRoll.plot</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#probabilityitem">ProbabilityItem</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.html">dcase_framework.metadata.ProbabilityItem</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.id.html">dcase_framework.metadata.ProbabilityItem.id</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.file.html">dcase_framework.metadata.ProbabilityItem.file</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.label.html">dcase_framework.metadata.ProbabilityItem.label</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.timestamp.html">dcase_framework.metadata.ProbabilityItem.timestamp</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.probability.html">dcase_framework.metadata.ProbabilityItem.probability</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityItem.get_list.html">dcase_framework.metadata.ProbabilityItem.get_list</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="metadata.html#probabilitycontainer">ProbabilityContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.html">dcase_framework.metadata.ProbabilityContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.log.html">dcase_framework.metadata.ProbabilityContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.show.html">dcase_framework.metadata.ProbabilityContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.update.html">dcase_framework.metadata.ProbabilityContainer.update</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.file_list.html">dcase_framework.metadata.ProbabilityContainer.file_list</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.unique_labels.html">dcase_framework.metadata.ProbabilityContainer.unique_labels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.filter.html">dcase_framework.metadata.ProbabilityContainer.filter</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.get_string.html">dcase_framework.metadata.ProbabilityContainer.get_string</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.load.html">dcase_framework.metadata.ProbabilityContainer.load</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.metadata.ProbabilityContainer.save.html">dcase_framework.metadata.ProbabilityContainer.save</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a><ul>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurecontainer">FeatureContainer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.html">dcase_framework.features.FeatureContainer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.show.html">dcase_framework.features.FeatureContainer.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.log.html">dcase_framework.features.FeatureContainer.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.get_path.html">dcase_framework.features.FeatureContainer.get_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.shape.html">dcase_framework.features.FeatureContainer.shape</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.channels.html">dcase_framework.features.FeatureContainer.channels</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.frames.html">dcase_framework.features.FeatureContainer.frames</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.vector_length.html">dcase_framework.features.FeatureContainer.vector_length</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.feat.html">dcase_framework.features.FeatureContainer.feat</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.stat.html">dcase_framework.features.FeatureContainer.stat</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.meta.html">dcase_framework.features.FeatureContainer.meta</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureContainer.load.html">dcase_framework.features.FeatureContainer.load</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurerepository">FeatureRepository</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.html">dcase_framework.features.FeatureRepository</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.show.html">dcase_framework.features.FeatureRepository.show</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.log.html">dcase_framework.features.FeatureRepository.log</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.get_path.html">dcase_framework.features.FeatureRepository.get_path</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureRepository.load.html">dcase_framework.features.FeatureRepository.load</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featureextractor">FeatureExtractor</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureExtractor.html">dcase_framework.features.FeatureExtractor</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureExtractor.extract.html">dcase_framework.features.FeatureExtractor.extract</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureExtractor.get_default_parameters.html">dcase_framework.features.FeatureExtractor.get_default_parameters</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="features.html#featurenormalizer">FeatureNormalizer</a><ul>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.html">dcase_framework.features.FeatureNormalizer</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.accumulate.html">dcase_framework.features.FeatureNormalizer.accumulate</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.finalize.html">dcase_framework.features.FeatureNormalizer.finalize</a></li>
<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.features.FeatureNormalizer.normalize.html">dcase_framework.features.FeatureNormalizer.normalize</a></li>
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<li class="toctree-l2"><a class="reference internal" href="features.html#featurestacker">FeatureStacker</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="features.html#featureaggregator">FeatureAggregator</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="features.html#featuremasker">FeatureMasker</a><ul>
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<li class="toctree-l1"><a class="reference internal" href="learners.html">Learners</a><ul>
<li class="toctree-l2"><a class="reference internal" href="learners.html#sceneclassifier">SceneClassifier</a><ul>
<li class="toctree-l3"><a class="reference internal" href="learners.html#sceneclassifiergmm">SceneClassifierGMM</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierGMM.learn.html">dcase_framework.learners.SceneClassifierGMM.learn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="learners.html#sceneclassifiermlp">SceneClassifierMLP</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierMLP.learn.html">dcase_framework.learners.SceneClassifierMLP.learn</a></li>
<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.SceneClassifierMLP.predict.html">dcase_framework.learners.SceneClassifierMLP.predict</a></li>
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<li class="toctree-l3"><a class="reference internal" href="learners.html#sceneclassifierkerassequential">SceneClassifierKerasSequential</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="learners.html#eventdetector">EventDetector</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="learners.html#eventdetectorgmm">EventDetectorGMM</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="generated/dcase_framework.learners.EventDetectorGMM.learn.html">dcase_framework.learners.EventDetectorGMM.learn</a></li>
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<li class="toctree-l3"><a class="reference internal" href="learners.html#eventdetectormlp">EventDetectorMLP</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="learners.html#eventdetectorkerassequential">EventDetectorKerasSequential</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="learners.html#learnercontainer-base-class">LearnerContainer - Base class</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.method.html">dcase_framework.learners.LearnerContainer.method</a></li>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.learners.LearnerContainer.feature_aggregator.html">dcase_framework.learners.LearnerContainer.feature_aggregator</a></li>
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<li class="toctree-l1"><a class="reference internal" href="recognizers.html">Recognizers</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="recognizers.html#eventrecognizer">EventRecognizer</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="recognizers.html#baserecognizer">BaseRecognizer</a><ul>
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<li class="toctree-l1"><a class="reference internal" href="data.html">Data utils</a><ul>
<li class="toctree-l2"><a class="reference internal" href="data.html#datasequencer">DataSequencer</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="data.html#dataprocessor">DataProcessor</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="data.html#databuffer">DataBuffer</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="data.html#processingchain">ProcessingChain</a><ul>
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<li class="toctree-l1"><a class="reference internal" href="keras_utils.html">Keras utils</a><ul>
<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#kerasmixin">KerasMixin</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#basecallback">BaseCallback</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#progressloggercallback">ProgressLoggerCallback</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#progressplottercallback">ProgressPlotterCallback</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#stoppercallback">StopperCallback</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#stashercallback">StasherCallback</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#basedatagenerator">BaseDataGenerator</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="keras_utils.html#featuregenerator">FeatureGenerator</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.keras_utils.FeatureGenerator.generator.html">dcase_framework.keras_utils.FeatureGenerator.generator</a></li>
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<li class="toctree-l1"><a class="reference internal" href="ui.html">User interfacing</a><ul>
<li class="toctree-l2"><a class="reference internal" href="ui.html#fancylogger">FancyLogger</a><ul>
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<li class="toctree-l1"><a class="reference internal" href="utils.html">Utils</a><ul>
<li class="toctree-l2"><a class="reference internal" href="utils.html#utility-functions">Utility functions</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="generated/dcase_framework.utils.posix_path.html">dcase_framework.utils.posix_path</a></li>
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<li class="toctree-l2"><a class="reference internal" href="utils.html#timer">Timer</a><ul>
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  <span class="target" id="module-dcase_framework.datasets"><span id="dataset"></span></span><div class="section" id="datasets">
<h1>Datasets<a class="headerlink" href="#datasets" title="Permalink to this headline">¶</a></h1>
<p>Classes for dataset handling</p>
<div class="section" id="dataset-base-class">
<h2>Dataset - Base class<a class="headerlink" href="#dataset-base-class" title="Permalink to this headline">¶</a></h2>
<p>This is the base class, and all the specialized datasets are inherited from it. One should never use base class itself.</p>
<p>Usage examples:</p>
<div class="highlight-python"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre> 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11</pre></div></td><td class="code"><div class="highlight"><pre><span></span><span class="c1"># Create class</span>
<span class="n">dataset</span> <span class="o">=</span> <span class="n">TUTAcousticScenes_2017_DevelopmentSet</span><span class="p">(</span><span class="n">data_path</span><span class="o">=</span><span class="s1">&#39;data&#39;</span><span class="p">)</span>
<span class="c1"># Initialize dataset, this will make sure dataset is downloaded, packages are extracted, and needed meta files are created</span>
<span class="n">dataset</span><span class="o">.</span><span class="n">initialize</span><span class="p">()</span>
<span class="c1"># Show meta data</span>
<span class="n">dataset</span><span class="o">.</span><span class="n">meta</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
<span class="c1"># Get all evaluation setup folds</span>
<span class="n">folds</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">folds</span><span class="p">()</span>
<span class="c1"># Get all evaluation setup folds</span>
<span class="n">train_data_fold1</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">train</span><span class="p">(</span><span class="n">fold</span><span class="o">=</span><span class="n">folds</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
<span class="n">test_data_fold1</span> <span class="o">=</span> <span class="n">dataset</span><span class="o">.</span><span class="n">test</span><span class="p">(</span><span class="n">fold</span><span class="o">=</span><span class="n">folds</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
</pre></div>
</td></tr></table></div>
<table border="1" class="longtable docutils">
<colgroup>
<col width="10%" />
<col width="90%" />
</colgroup>
<tbody valign="top">
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.html#dcase_framework.datasets.Dataset" title="dcase_framework.datasets.Dataset"><code class="xref py py-obj docutils literal"><span class="pre">Dataset</span></code></a>(\*args,&nbsp;\*\*kwargs)</td>
<td>Dataset base class</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.initialize.html#dcase_framework.datasets.Dataset.initialize" title="dcase_framework.datasets.Dataset.initialize"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.initialize</span></code></a>()</td>
<td></td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.show_info.html#dcase_framework.datasets.Dataset.show_info" title="dcase_framework.datasets.Dataset.show_info"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.show_info</span></code></a>()</td>
<td></td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_files.html#dcase_framework.datasets.Dataset.audio_files" title="dcase_framework.datasets.Dataset.audio_files"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.audio_files</span></code></a></td>
<td>Get all audio files in the dataset</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_file_count.html#dcase_framework.datasets.Dataset.audio_file_count" title="dcase_framework.datasets.Dataset.audio_file_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.audio_file_count</span></code></a></td>
<td>Get number of audio files in dataset</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.meta.html#dcase_framework.datasets.Dataset.meta" title="dcase_framework.datasets.Dataset.meta"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.meta</span></code></a></td>
<td>Get meta data for dataset.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.meta_count.html#dcase_framework.datasets.Dataset.meta_count" title="dcase_framework.datasets.Dataset.meta_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.meta_count</span></code></a></td>
<td>Number of meta data items.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.error_meta.html#dcase_framework.datasets.Dataset.error_meta" title="dcase_framework.datasets.Dataset.error_meta"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.error_meta</span></code></a></td>
<td>Get audio error meta data for dataset.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.error_meta_count.html#dcase_framework.datasets.Dataset.error_meta_count" title="dcase_framework.datasets.Dataset.error_meta_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.error_meta_count</span></code></a>()</td>
<td>Number of error meta data items.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.fold_count.html#dcase_framework.datasets.Dataset.fold_count" title="dcase_framework.datasets.Dataset.fold_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.fold_count</span></code></a></td>
<td>Number of fold in the evaluation setup.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.scene_labels.html#dcase_framework.datasets.Dataset.scene_labels" title="dcase_framework.datasets.Dataset.scene_labels"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.scene_labels</span></code></a></td>
<td>List of unique scene labels in the meta data.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.scene_label_count.html#dcase_framework.datasets.Dataset.scene_label_count" title="dcase_framework.datasets.Dataset.scene_label_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.scene_label_count</span></code></a></td>
<td>Number of unique scene labels in the meta data.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.event_labels.html#dcase_framework.datasets.Dataset.event_labels" title="dcase_framework.datasets.Dataset.event_labels"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.event_labels</span></code></a>()</td>
<td>List of unique event labels in the meta data.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.event_label_count.html#dcase_framework.datasets.Dataset.event_label_count" title="dcase_framework.datasets.Dataset.event_label_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.event_label_count</span></code></a></td>
<td>Number of unique event labels in the meta data.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_tags.html#dcase_framework.datasets.Dataset.audio_tags" title="dcase_framework.datasets.Dataset.audio_tags"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.audio_tags</span></code></a></td>
<td>List of unique audio tags in the meta data.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.audio_tag_count.html#dcase_framework.datasets.Dataset.audio_tag_count" title="dcase_framework.datasets.Dataset.audio_tag_count"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.audio_tag_count</span></code></a></td>
<td>Number of unique audio tags in the meta data.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.download_packages.html#dcase_framework.datasets.Dataset.download_packages" title="dcase_framework.datasets.Dataset.download_packages"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.download_packages</span></code></a>()</td>
<td>Download dataset packages over the internet to the local path</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.extract.html#dcase_framework.datasets.Dataset.extract" title="dcase_framework.datasets.Dataset.extract"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.extract</span></code></a>(\*args,&nbsp;\*\*kwargs)</td>
<td>Extract the dataset packages</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.train.html#dcase_framework.datasets.Dataset.train" title="dcase_framework.datasets.Dataset.train"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.train</span></code></a>([fold])</td>
<td>List of training items.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.test.html#dcase_framework.datasets.Dataset.test" title="dcase_framework.datasets.Dataset.test"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.test</span></code></a>([fold])</td>
<td>List of testing items.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.eval.html#dcase_framework.datasets.Dataset.eval" title="dcase_framework.datasets.Dataset.eval"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.eval</span></code></a>([fold])</td>
<td>List of evaluation items.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.train_files.html#dcase_framework.datasets.Dataset.train_files" title="dcase_framework.datasets.Dataset.train_files"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.train_files</span></code></a>([fold])</td>
<td>List of training files.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.test_files.html#dcase_framework.datasets.Dataset.test_files" title="dcase_framework.datasets.Dataset.test_files"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.test_files</span></code></a>([fold])</td>
<td>List of testing files.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.eval_files.html#dcase_framework.datasets.Dataset.eval_files" title="dcase_framework.datasets.Dataset.eval_files"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.eval_files</span></code></a>([fold])</td>
<td>List of evaluation files.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.validation_files.html#dcase_framework.datasets.Dataset.validation_files" title="dcase_framework.datasets.Dataset.validation_files"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.validation_files</span></code></a>([fold])</td>
<td>List of validation files if they are specified by the dataset.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.folds.html#dcase_framework.datasets.Dataset.folds" title="dcase_framework.datasets.Dataset.folds"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.folds</span></code></a>([mode])</td>
<td>List of fold ids</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_meta.html#dcase_framework.datasets.Dataset.file_meta" title="dcase_framework.datasets.Dataset.file_meta"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.file_meta</span></code></a>(filename)</td>
<td>Meta data for given file</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_error_meta.html#dcase_framework.datasets.Dataset.file_error_meta" title="dcase_framework.datasets.Dataset.file_error_meta"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.file_error_meta</span></code></a>(filename)</td>
<td>Error meta data for given file</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.file_error_meta.html#dcase_framework.datasets.Dataset.file_error_meta" title="dcase_framework.datasets.Dataset.file_error_meta"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.file_error_meta</span></code></a>(filename)</td>
<td>Error meta data for given file</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.relative_to_absolute_path.html#dcase_framework.datasets.Dataset.relative_to_absolute_path" title="dcase_framework.datasets.Dataset.relative_to_absolute_path"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.relative_to_absolute_path</span></code></a>(path)</td>
<td>Converts relative path into absolute path.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.Dataset.absolute_to_relative.html#dcase_framework.datasets.Dataset.absolute_to_relative" title="dcase_framework.datasets.Dataset.absolute_to_relative"><code class="xref py py-obj docutils literal"><span class="pre">Dataset.absolute_to_relative</span></code></a>(path)</td>
<td>Converts absolute path into relative path.</td>
</tr>
</tbody>
</table>
</div>
<div class="section" id="acousticscenedataset">
<h2>AcousticSceneDataset<a class="headerlink" href="#acousticscenedataset" title="Permalink to this headline">¶</a></h2>
<table border="1" class="longtable docutils">
<colgroup>
<col width="10%" />
<col width="90%" />
</colgroup>
<tbody valign="top">
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.AcousticSceneDataset.html#dcase_framework.datasets.AcousticSceneDataset" title="dcase_framework.datasets.AcousticSceneDataset"><code class="xref py py-obj docutils literal"><span class="pre">AcousticSceneDataset</span></code></a>(\*args,&nbsp;\*\*kwargs)</td>
<td></td>
</tr>
</tbody>
</table>
<p>Specialized classes inherited AcousticSceneDataset:</p>
<table border="1" class="longtable docutils">
<colgroup>
<col width="10%" />
<col width="90%" />
</colgroup>
<tbody valign="top">
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet.html#dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet" title="dcase_framework.datasets.TUTAcousticScenes_2017_DevelopmentSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTAcousticScenes_2017_DevelopmentSet</span></code></a>(\*args,&nbsp;...)</td>
<td>TUT Acoustic scenes 2017 development dataset</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet.html#dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet" title="dcase_framework.datasets.TUTAcousticScenes_2016_DevelopmentSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTAcousticScenes_2016_DevelopmentSet</span></code></a>(\*args,&nbsp;...)</td>
<td>TUT Acoustic scenes 2016 development dataset</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet.html#dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet" title="dcase_framework.datasets.TUTAcousticScenes_2016_EvaluationSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTAcousticScenes_2016_EvaluationSet</span></code></a>(\*args,&nbsp;...)</td>
<td>TUT Acoustic scenes 2016 evaluation dataset</td>
</tr>
</tbody>
</table>
</div>
<div class="section" id="soundeventdataset">
<h2>SoundEventDataset<a class="headerlink" href="#soundeventdataset" title="Permalink to this headline">¶</a></h2>
<table border="1" class="longtable docutils">
<colgroup>
<col width="10%" />
<col width="90%" />
</colgroup>
<tbody valign="top">
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.html#dcase_framework.datasets.SoundEventDataset" title="dcase_framework.datasets.SoundEventDataset"><code class="xref py py-obj docutils literal"><span class="pre">SoundEventDataset</span></code></a>(\*args,&nbsp;\*\*kwargs)</td>
<td></td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.event_label_count.html#dcase_framework.datasets.SoundEventDataset.event_label_count" title="dcase_framework.datasets.SoundEventDataset.event_label_count"><code class="xref py py-obj docutils literal"><span class="pre">SoundEventDataset.event_label_count</span></code></a>([...])</td>
<td>Number of unique scene labels in the meta data.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.event_labels.html#dcase_framework.datasets.SoundEventDataset.event_labels" title="dcase_framework.datasets.SoundEventDataset.event_labels"><code class="xref py py-obj docutils literal"><span class="pre">SoundEventDataset.event_labels</span></code></a>([scene_label])</td>
<td>List of unique event labels in the meta data.</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.train.html#dcase_framework.datasets.SoundEventDataset.train" title="dcase_framework.datasets.SoundEventDataset.train"><code class="xref py py-obj docutils literal"><span class="pre">SoundEventDataset.train</span></code></a>([fold,&nbsp;scene_label,&nbsp;...])</td>
<td>List of training items.</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.SoundEventDataset.test.html#dcase_framework.datasets.SoundEventDataset.test" title="dcase_framework.datasets.SoundEventDataset.test"><code class="xref py py-obj docutils literal"><span class="pre">SoundEventDataset.test</span></code></a>([fold,&nbsp;scene_label,&nbsp;...])</td>
<td>List of testing items.</td>
</tr>
</tbody>
</table>
<p>Specialized classes inherited SoundEventDataset:</p>
<table border="1" class="longtable docutils">
<colgroup>
<col width="10%" />
<col width="90%" />
</colgroup>
<tbody valign="top">
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet.html#dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet" title="dcase_framework.datasets.TUTRareSoundEvents_2017_DevelopmentSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTRareSoundEvents_2017_DevelopmentSet</span></code></a>(...)</td>
<td>TUT Acoustic scenes 2017 development dataset</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet.html#dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet" title="dcase_framework.datasets.TUTSoundEvents_2017_DevelopmentSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTSoundEvents_2017_DevelopmentSet</span></code></a>(\*args,&nbsp;...)</td>
<td>TUT Sound events 2017 development dataset</td>
</tr>
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet.html#dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet" title="dcase_framework.datasets.TUTSoundEvents_2016_DevelopmentSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTSoundEvents_2016_DevelopmentSet</span></code></a>(\*args,&nbsp;...)</td>
<td>TUT Sound events 2016 development dataset</td>
</tr>
<tr class="row-even"><td><a class="reference internal" href="generated/dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet.html#dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet" title="dcase_framework.datasets.TUTSoundEvents_2016_EvaluationSet"><code class="xref py py-obj docutils literal"><span class="pre">TUTSoundEvents_2016_EvaluationSet</span></code></a>(\*args,&nbsp;...)</td>
<td>TUT Sound events 2016 evaluation dataset</td>
</tr>
</tbody>
</table>
</div>
<div class="section" id="audiotaggingdataset">
<h2>AudioTaggingDataset<a class="headerlink" href="#audiotaggingdataset" title="Permalink to this headline">¶</a></h2>
<table border="1" class="longtable docutils">
<colgroup>
<col width="10%" />
<col width="90%" />
</colgroup>
<tbody valign="top">
<tr class="row-odd"><td><a class="reference internal" href="generated/dcase_framework.datasets.AudioTaggingDataset.html#dcase_framework.datasets.AudioTaggingDataset" title="dcase_framework.datasets.AudioTaggingDataset"><code class="xref py py-obj docutils literal"><span class="pre">AudioTaggingDataset</span></code></a>(\*args,&nbsp;\*\*kwargs)</td>
<td></td>
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